36 Questions
Which design principle does Flow.BI follow for generating the Data Vault 2.0 model?
Capture source data in a consistent way
Is it necessary to have a better model for information delivery?
No, a better model is not required for information delivery
What can be done with the Data Vault model generated by Flow.BI?
Refactor the model without reloading
True or false: The design principle behind Flow.BI is to generate the best Data Vault 2.0 model?
False
True or false: The Data Vault model generated by Flow.BI can be refactored without reloading the source data?
True
True or false: Business logic is missing in the generated Data Vault model by Flow.BI?
True
Match the following statements with their correct interpretation in the context of Flow.BI's Data Vault 2.0 model:
The Generated Model is Only a Valid not the Best Model = Flow.BI generates a valid Data Vault 2.0 model, but not necessarily the best one for information delivery Possible to refactor without reloading = The Data Vault 2.0 model generated by Flow.BI can be modified without needing to reload the source data Derive "better" Data Vault model in the Business Vault = If necessary, a better Data Vault model can be derived in the Business Vault Not really for information delivery = A better model is not required for information delivery, what's missing is business logic
Match the following features of Flow.BI's Data Vault 2.0 model:
Captures source data in a consistent way = Data Vault 2.0 model generated by Flow.BI ensures consistent capture of source data Possible to refactor without reloading = Flow.BI's Data Vault 2.0 model can be refactored without the need to reload the source data Derive "better" Data Vault model in the Business Vault = If needed, a better Data Vault model can be derived in the Business Vault Not really for information delivery = For information delivery, a better model is not necessary, what's missing is business logic
Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:
Generate only a valid Data Vault 2.0 model = Flow.BI's principle of generating a Data Vault 2.0 model that is valid Possible to refactor without reloading = The ability to modify the Data Vault 2.0 model without reloading the source data Not really for information delivery = The principle that a better model is not required for information delivery What’s missing is business logic = The principle that business logic is missing in the generated Data Vault model
Match the following statements with their correct interpretations in the context of Flow.BI's Data Vault 2.0 model:
Flow.BI's approach to data modeling = Generate a valid model that captures the raw data Best model in many cases = Flow.BI is able to find a decent model that is much better than the poorest, valid model Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized, a 'better' model is derived in the Business Vault with manual effort where required
Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:
Design principle of Flow.BI = Generate a valid model that captures the raw data Design principle of Flow.BI for Business Vault = Derive a 'better' model with manual effort where required Business logic in the generated Data Vault model by Flow.BI = Missing Refactoring the Data Vault model generated by Flow.BI = Can be done without reloading the source data
Match the following terms with their definitions in the context of Flow.BI's Data Vault 2.0 model:
Best model = Requires a lot of (human) work to build, lots of analysis, etc. Valid model = Captures the raw data Raw Data Vault model = Generated by Flow.BI and taken as is Business Vault = Where a 'better' model is derived with manual effort where required
Match the following concepts with their descriptions in the context of Flow.BI's Data Vault 2.0 model:
Flow.BI's approach to data modeling = Generate a valid model that captures the raw data instead of finding the best model Best model = Often not the best model available due to the amount of work and analysis it requires Raw Data Vault model = Considered the best model to be generated by an artificial intelligence at the moment Business Vault = Where a 'better' model is derived with manual effort where required
Match the following ideas with their interpretations in the context of Flow.BI's Data Vault 2.0 model:
Flow.BI's approach to data modeling = Generate just a valid model that captures the raw data Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized Business Vault = Where a 'better' model is derived with manual effort where required
Match the following statements with their correct interpretations in the context of Flow.BI's Data Vault 2.0 model:
Flow.BI's approach to data modeling = Generate a valid model that captures the raw data Best model in many cases = Flow.BI is able to find a decent model that is much better than the poorest, valid model Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized, a 'better' model is derived in the Business Vault with manual effort where required
Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:
Design principle of Flow.BI = Generate a valid model that captures the raw data Design principle of Flow.BI for Business Vault = Derive a 'better' model with manual effort where required Business logic in the generated Data Vault model by Flow.BI = Missing Refactoring the Data Vault model generated by Flow.BI = Can be done without reloading the source data
Match the following terms with their definitions in the context of Flow.BI's Data Vault 2.0 model:
Best model = Requires a lot of (human) work to build, lots of analysis, etc. Valid model = Captures the raw data Raw Data Vault model = Generated by Flow.BI and taken as is Business Vault = Where a 'better' model is derived with manual effort where required
Match the following concepts with their descriptions in the context of Flow.BI's Data Vault 2.0 model:
Flow.BI's approach to data modeling = Generate a valid model that captures the raw data instead of finding the best model Best model = Often not the best model available due to the amount of work and analysis it requires Raw Data Vault model = Considered the best model to be generated by an artificial intelligence at the moment Business Vault = Where a 'better' model is derived with manual effort where required
Which approach does Flow.BI take when generating a data model?
Finding a valid model that captures the raw data
What is the advantage of the model generated by Flow.BI compared to the poorest, valid model?
It requires less human work to build
Why is it suggested to derive a 'better' model in the Business Vault with manual effort?
Because the Raw Data Vault model lacks business logic
What is the underlying problem with defining a 'better' model?
There is a better model around the corner
What is the main focus of Flow.BI's generated model?
Capturing raw data
What is the role of Flow.BI's generated model in the overall data modeling process?
It is a starting point for further refinement
What is missing in the generated Data Vault model by Flow.BI?
Business logic
What is the current capability of Flow.BI's automation in generating the data model?
Not possible yet to automate with artificial intelligence
What is the suggestion regarding the Raw Data Vault model generated by Flow.BI?
It should be taken as is
Flow.BI strives to find the best data model that fits the data.
False
Flow.BI generates a valid model that captures the raw data.
True
The model generated by Flow.BI is often the best model available.
False
The best model requires a lot of manual work and analysis.
True
Flow.BI suggests optimizing the Raw Data Vault model.
False
The underlying problem with defining a 'better' model is the lack of awareness of other potential models.
True
The design principle behind Flow.BI is to generate the best Data Vault 2.0 model.
False
The Data Vault model generated by Flow.BI can be refactored without reloading the source data.
True
Business logic is missing in the generated Data Vault model by Flow.BI.
True
Learn about Flow.BI's unique data modeling approach where the focus is on generating a valid model that captures raw data, rather than finding the best model. Discover the advantages and limitations of this approach in comparison to traditional data modeling techniques.
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